Random Articles
Reseach Article
Techniques for Mining Text Documents
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 66 - Number 18 |
| Year of Publication: 2013 |
| Authors: Ranveer Kaur, Shruti Aggarwal |
10.5120/11184-6318
|
Ranveer Kaur, Shruti Aggarwal . Techniques for Mining Text Documents. International Journal of Computer Applications. 66, 18 ( March 2013), 25-29. DOI=10.5120/11184-6318
Abstract
Data mining, being the active research area deals with analysis of data so that useful, valid and novel patterns can be extracted. Data mining is the core process of KDD (Knowledge Discovery in Databases). Today, a large amount of data is available in textual format and text mining is the emerging technique in the field data mining. This paper briefly discusses the how the text mining works and various techniques for text mining.
References
- Usama Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smith,"Knowledge Discovery and Data Mining: Towards a Unifying Framework", KDD-96 Proceedings, 1996.
- Sergio Bolasco, Alessio Canzonetti, Federico M. Capo,Francesca Della Ratta-Rinaldi, Bhupesh K. Singh, "Understanding Text Mining:a Pragmatic Approach", Roam,Italy,2002.
- Weiguo Fan, Linda Wallace, Stephanie RichZhongju Zhang, "Tapping into the Power of Text Mining", Journal of ACM, Blacksburg, 2005
- Seth Grimes, "The Developing Text Mining Market", white paper, Text Mining Summit05 Alta Plana Corporatopn,Boston,1-12, 2005.
- Ananiadou, Sophia and McNaught, John(eds), Text Mining, March 2006.
- Vishal Gupta, Gurpreet Singh Lehal, "A Survey of Text Mining Techniques and Applications", Journal of Emerging Texhnologies in Web Intelligence, Vol. 1, No. 1, August 2009.
- Neelamadhab Padhy, Dr. Pragnyaban Mishra , and Rasmita Panigrahi, "The Survey of Data Mining Applications And Feature Scope", International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol. 2, No. 3, June 2012.
- Jiawei Han, Michelin Kamber, 2001, "Data Mining Concepts and Techniques", Morgan Kaufmann publishers, USA, 70-181.
- [online] www. wikipedia. org/
- Kamaldeep kaur and Vishal Gupta, "Topic Tracking for Punjabi Language", Computer Science and Engineering: An International Journal (CSEIJ), Vol. 1 No. 3, August 2011.
- Farshad Kyoomarsi ,Hamid Khosravi ,Esfandiar Eslami ,Pooya Khosravyan Dehkordy and Asghar Tajoddin (2008), "Optimizing Text Summarization Based on Fuzzy Logic", Seventh IEEE/ACIS International Conference on Computer and Information Science, IEEE computer society, 347-352.
- Nazish Asad, M. Younus Javed and Usman Qamar, "Association Rules Mining for Urdu Language", International Journal of Computer and Communication Engineering (IJCEE), ISSN 2010-3743, Vol 1, No. 1, May 2012
Index Terms
Keywords